# Ticket: Conversation Summarization & Pruning

## Ticket Information

- **ID**: TICKET-043
- **Title**: Conversation Summarization & Pruning
- **Type**: Feature
- **Priority**: Medium
- **Status**: Backlog
- **Track**: Safety/Memory
- **Milestone**: Milestone 3 - Memory, Reminders, Safety
- **Created**: 2024-01-XX

## Description

Implement conversation management:
- Session store design (local DB/files, retention duration)
- Summarization routines (after N turns or size threshold)
- Use work model or family model for summarization
- Privacy and deletion tools

## Acceptance Criteria

- [ ] Session store implemented
- [ ] Summarization working (scheduled or threshold-based)
- [ ] Context pruning functional
- [ ] Privacy deletion tools implemented
- [ ] Retention policy enforced

## Technical Details

Implementation:
- Store transcripts in DB or files
- Summarization: use LLM to condense old messages
- Pruning: remove old messages, keep summary
- Deletion: UI and admin tools to delete sessions

## Dependencies

- TICKET-027 (multi-turn conversation)
- TICKET-021 or TICKET-022 (LLM services)
- TICKET-024 (logging)

## Related Files

- `home-voice-agent/conversation/summarization/` (to be created)

## Notes

Can be implemented after first working chat. Important for long conversations.